Compilation and replication of data
1. The do files listed below are related to the initial estimation on 'initial data.'

a) Estimation of occupation and wage
b) main crop division
c) initial estimation
Additional data is available at the following link: https://www.pbs.gov.pk/content/microdata

2. The online appendix describes in detail how to quantify various measures such as soil quality, 
land evelvation, land roughness, soil moisture, crop division, price bias, and so on.

3. The do file entitled 'final estimation' is related to 'final data' that is based on the processed data. 

Note: Additional preliminary and raw estimates are available upon request from the authors.
Furthermore, farm GIS codes, soil quality, land elevation, land roughness, and soil moisture data 
are not publicly available but can be obtained from the authors upon request.